Run
4787552

Run 4787552

Task 145682 (Supervised Classification) spectrometer Uploaded 07-07-2017 by Kelt Coolen
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C64.0
weka.J48(38)_M5
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4571
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.9839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0234
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Windows 10', '10.0']
Precision
0.4769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5902
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1644.6568
UserCPU time millis
328.125
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
328.125
Cross-validation details (10-fold Crossvalidation)